Detecting and Remediating Harmful Data Shifts for the Responsible Deployment of Clinical AI Models

This repository contains code used for the experiments performed in:

@article{subasri2025detecting,
  title={Detecting and Remediating Harmful Data Shifts for the Responsible Deployment of Clinical AI Models},
  author={Subasri, Vallijah and Krishnan, Amrit and Kore, Ali and Dhalla, Azra and Pandya, Deval and Wang, Bo and Malkin, David and Razak, Fahad and Verma, Amol A and Goldenberg, Anna and others},
  journal={JAMA Network Open},
  volume={8},
  number={6},
  pages={e2513685--e2513685},
  year={2025},
  publisher={American Medical Association}
}

Access to GEMINI data for research purposes can be requested by a submission of a Project Proposal Form for review by the GEMINI Projects and Publications Committee. Further information can be found at https://www.geminimedicine.ca/access-data.